Primitive Explorer · 847 primitives

Primitives

Every authoring primitive across the FrootAI catalog. Agents, skills, instructions, hooks, plugins, workflows — searchable + faceted. Each one is MIT-licensed and runnable today.

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📋 instructions
model-serving-aks-patterns
Play 12 patterns — Model serving patterns — vLLM config, GPU scheduling, health probes, autoscaling, quantization selection.
instructions/model-serving-aks-patterns.instructions.md255 lines
- reliability
- security
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📋 instructions
multi-agent-service-patterns
Play 07 patterns — Multi-agent patterns — supervisor routing, turn limits, token budgets, cross-agent context passing.
instructions/multi-agent-service-patterns.instructions.md242 lines
- reliability
- security
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📋 instructions
multi-agent-swarm-patterns
Play 22 patterns — Swarm patterns — supervisor delegation, specialist budgets, turn management, result synthesis.
instructions/multi-agent-swarm-patterns.instructions.md227 lines
- reliability
- security
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📋 instructions
multi-modal-docproc-patterns
Play 15 patterns — Multi-modal patterns — GPT-4o Vision, image+text pipelines, PDF rendering, chart interpretation.
instructions/multi-modal-docproc-patterns.instructions.md261 lines
- reliability
- security
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📋 instructions
nestjs-waf
NestJS standards — DI, decorators, modular architecture, Pipes validation, and TypeORM patterns.
instructions/nestjs-waf.instructions.md142 lines
- reliability
- security
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📋 instructions
nextjs-waf
Next.js 16 App Router standards — Server Components by default, streaming with Suspense, Turbopack, Tailwind v4, static export for FAI.dev, and production optimization patterns.
instructions/nextjs-waf.instructions.md155 lines
- performance-efficiency
- security
- reliability
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📋 instructions
php-mcp-development
PHP MCP server development — attributes, typed properties, Composer.
instructions/php-mcp-development.instructions.md213 lines
- reliability
- security
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📋 instructions
php-waf
PHP coding standards — typed properties, attributes, PSR-12, Composer, and modern PHP 8.3+ patterns.
instructions/php-waf.instructions.md184 lines
- security
- reliability
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📋 instructions
power-apps-model-driven-waf
Power Apps Model-driven standards — forms, views, business rules, Dataverse security.
instructions/power-apps-model-driven-waf.instructions.md175 lines
- reliability
- security
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📋 instructions
power-pages-waf
Power Pages standards — Liquid templates, web forms, entity permissions, progressive profiles.
instructions/power-pages-waf.instructions.md187 lines
- security
- performance-efficiency
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📋 instructions
power-platform-connector-waf
Custom connector standards — OpenAPI definition, auth configuration, throttling, testing.
instructions/power-platform-connector-waf.instructions.md181 lines
- security
- reliability
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📋 instructions
prompt-management-patterns
Play 18 patterns — Prompt management patterns — version control, A/B testing, template variables, prompt libraries.
instructions/prompt-management-patterns.instructions.md281 lines
- reliability
- security
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📋 instructions
pydantic-waf
Pydantic standards — model design, validation, serialization, settings management, custom validators.
instructions/pydantic-waf.instructions.md253 lines
- reliability
- security
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📋 instructions
python-mcp-development
Python MCP server development standards — FastMCP patterns, @mcp.tool() decorators, Pydantic parameter types, async handlers, resource definitions, and production deployment with uv and Docker.
instructions/python-mcp-development.instructions.md226 lines
- security
- reliability
- performance-efficiency
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📋 instructions
python-waf
Python coding standards aligned with Azure Well-Architected Framework pillars — secure credential handling, async patterns, structured error handling, cost-aware AI integration, and production-ready testing.
instructions/python-waf.instructions.md87 lines
- security
- reliability
- cost-optimization
- performance-efficiency
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📋 instructions
responsible-ai-coding
Responsible AI coding — content safety integration, red team test coverage, bias metric collection.
instructions/responsible-ai-coding.instructions.md231 lines
- responsible-ai
- security
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📋 instructions
rust-mcp-development
Rust MCP server development — rmcp SDK, tokio, proc macros, serde, and high-performance tool serving.
instructions/rust-mcp-development.instructions.md239 lines
- performance-efficiency
- security
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📋 instructions
rust-waf
Rust coding standards — ownership, lifetimes, Result<T,E>, serde, tokio async, and memory safety patterns.
instructions/rust-waf.instructions.md230 lines
- security
- performance-efficiency
- reliability
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📋 instructions
salesforce-apex-waf
Salesforce Apex standards — bulkification, governor limits, trigger patterns, and testing.
instructions/salesforce-apex-waf.instructions.md250 lines
- reliability
- security
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📋 instructions
security-bicep
Bicep security standards — @secure() parameters, private endpoints, Managed Identity, diagnostic settings.
instructions/security-bicep.instructions.md151 lines
- security
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📋 instructions
security-csharp
C# security standards — parameterized queries, output encoding, anti-forgery tokens, secure headers.
instructions/security-csharp.instructions.md210 lines
- security
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📋 instructions
security-owasp
Comprehensive OWASP security standards for all code — covers Top 10 vulnerabilities, LLM-specific security (OWASP Top 10 for LLMs), input validation, output encoding, authentication, and AI-specific attack surfaces like prompt injection.
instructions/security-owasp.instructions.md151 lines
- security
- responsible-ai
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📋 instructions
security-python
Python security standards — input validation, secrets handling, dependency scanning, SQL injection prevention.
instructions/security-python.instructions.md225 lines
- security
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📋 instructions
security-typescript
TypeScript security standards — XSS prevention, CSP headers, input sanitization, dependency audit.
instructions/security-typescript.instructions.md206 lines
- security
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